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基于多示踪剂血浆和微透析数据对血浆-间质葡萄糖动力学进行建模

Modeling Plasma-to-Interstitium Glucose Kinetics from Multitracer Plasma and Microdialysis Data.

作者信息

Schiavon Michele, Dalla Man Chiara, Dube Simmi, Slama Michael, Kudva Yogish C, Peyser Thomas, Basu Ananda, Basu Rita, Cobelli Claudio

机构信息

1 Department of Information Engineering, University of Padova , Padova, Italy .

2 Division of Endocrinology, Diabetes, Metabolism, and Nutrition, Department of Internal Medicine, Mayo Clinic and Foundation , Rochester, Minnesota.

出版信息

Diabetes Technol Ther. 2015 Nov;17(11):825-31. doi: 10.1089/dia.2015.0119. Epub 2015 Aug 27.

Abstract

BACKGROUND

Quantitative assessment of the dynamic relationship between plasma and interstitial fluid (ISF) glucose and the estimation of the plasma-to-ISF delay are of major importance to determine the accuracy of subcutaneous glucose sensors, an essential component of open- and closed-loop therapeutic systems for type 1 diabetes mellitus (T1DM). The goal of this work is to develop a model of plasma-to-ISF glucose kinetics from multitracer plasma and interstitium data, obtained by microdialysis, in healthy and T1DM subjects, under fasting conditions.

MATERIALS AND METHODS

A specific experimental design, combining administration of multiple tracers with the microdialysis technique, was used to simultaneously frequently collect plasma and ISF data. Linear time-invariant compartmental modeling was used to describe glucose kinetics from the tracer data because the system is in steady state.

RESULTS

A two-compartment model was shown accurate and was identified from both plasma and ISF data. An "equilibration time" between plasma and ISF of 9.1 and 11.0 min (median) in healthy and T1DM subjects, respectively, was calculated.

CONCLUSIONS

We have demonstrated that, in steady-state condition, the glucose plasma-to-ISF kinetics can be modeled with a linear two-compartment model and that the "equilibration time" between the two compartments can be estimated with precision. Future studies will assess plasma-to-interstitium glucose kinetics during glucose and insulin perturbations in both healthy and T1DM subjects.

摘要

背景

定量评估血浆与组织间液(ISF)葡萄糖之间的动态关系以及估算血浆至组织间液的延迟时间对于确定皮下葡萄糖传感器的准确性至关重要,皮下葡萄糖传感器是1型糖尿病(T1DM)开放和闭环治疗系统的重要组成部分。本研究的目的是根据空腹条件下健康受试者和T1DM患者通过微透析获得的多示踪剂血浆和组织间液数据,建立血浆至组织间液葡萄糖动力学模型。

材料与方法

采用一种特定的实验设计,将多种示踪剂的给药与微透析技术相结合,以同时频繁收集血浆和组织间液数据。由于系统处于稳态,因此使用线性时不变房室模型来描述示踪剂数据中的葡萄糖动力学。

结果

一个两房室模型显示准确无误,且可从血浆和组织间液数据中识别出来。分别计算出健康受试者和T1DM患者血浆与组织间液之间的“平衡时间”中位数为9.1分钟和11.0分钟。

结论

我们已经证明,在稳态条件下,葡萄糖的血浆至组织间液动力学可以用线性两房室模型进行建模,并且两个房室之间的“平衡时间”可以精确估算。未来的研究将评估健康受试者和T1DM患者在葡萄糖和胰岛素扰动期间血浆至组织间液的葡萄糖动力学。

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